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相关论文: The AI Revolution: Opportunities and Challenges fo…

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The outlook for the future of artificial intelligence (AI) in the financial sector, especially in financial forecasting, the challenges and implications. The dynamics of AI technology, including deep learning, reinforcement learning, and…

统计金融 · 定量金融 2024-11-22 Shuochen Bi , Tingting Deng , Jue Xiao

This article examines the evolving landscape of artificial intelligence (AI) regulation in financial services, detailing the legal frameworks and compliance challenges posed by rapid technological adoption. By reviewing current legislation,…

计算机与社会 · 计算机科学 2025-03-25 Shahmar Mirishli

AI in finance broadly refers to the applications of AI techniques in financial businesses. This area has been lasting for decades with both classic and modern AI techniques applied to increasingly broader areas of finance, economy and…

计算金融 · 定量金融 2021-07-21 Longbing Cao

With the rapid growth of technology, especially the widespread application of artificial intelligence (AI) technology, the risk management level of commercial banks is constantly reaching new heights. In the current wave of digitalization,…

风险管理 · 定量金融 2024-04-30 Shuochen Bi , Wenqing Bao

Generative Artificial Intelligence (GenAI) is rapidly reshaping the global financial landscape, offering unprecedented opportunities to enhance customer engagement, automate complex workflows, and extract actionable insights from vast…

密码学与安全 · 计算机科学 2025-05-01 Bikash Saha , Nanda Rani , Sandeep Kumar Shukla

Artificial Intelligence (AI) is an important driving force for the development and transformation of the financial industry. However, with the fast-evolving AI technology and application, unintentional bias, insufficient model validation,…

机器学习 · 统计学 2019-12-17 Yukun Zhang , Longsheng Zhou

The rapid advancements in artificial intelligence (AI) have presented new opportunities for enhancing efficiency and economic competitiveness across various industries, espcially in banking. Machine learning (ML), as a subset of artificial…

密码学与安全 · 计算机科学 2024-12-09 Ana Kovacevic , Sonja D. Radenkovic , Dragana Nikolic

AI systems have found a wide range of application areas in financial services. Their involvement in broader and increasingly critical decisions has escalated the need for compliance and effective model governance. Current governance…

机器学习 · 计算机科学 2020-10-13 Eren Kurshan , Hongda Shen , Jiahao Chen

Globally, artificial intelligence (AI) implementation is growing, holding the capability to fundamentally alter organisational processes and decision making. Simultaneously, this brings a multitude of emergent risks to organisations,…

计算机与社会 · 计算机科学 2024-04-10 Finlay McGee

Artificial Intelligence (AI) is fundamentally reshaping various industries by enhancing decision-making processes, optimizing operations, and unlocking new opportunities for innovation. This paper explores the applications of AI across four…

机器学习 · 计算机科学 2024-09-23 Yijie Weng , Jianhao Wu , Tara Kelly , William Johnson

With rapid transformation of technologies, the fusion of Artificial Intelligence (AI) and Machine Learning (ML) in finance is disrupting the entire ecosystem and operations which were followed for decades. The current landscape is where…

人工智能 · 计算机科学 2024-10-22 Animesh Kumar

Artificial intelligence (AI) is the core technology of technological revolution and industrial transformation. As one of the new intelligent needs in the AI 2.0 era, financial intelligence has elicited much attention from the academia and…

人工智能 · 计算机科学 2018-08-28 Xiaolin Zheng , Mengying Zhu , Qibing Li , Chaochao Chen , Yanchao Tan

Artificial intelligence is already being applied in and impacting many important sectors in society, including healthcare, finance, and policing. These applications will increase as AI capabilities continue to progress, which has the…

计算机与社会 · 计算机科学 2022-06-23 Jess Whittlestone , Sam Clarke

The rapid adoption of artificial intelligence (AI) poses new and poorly understood threats to financial stability. We use a game-theoretic model to analyse the stability impact of AI, finding that it amplifies existing financial system…

综合经济学 · 经济学 2025-07-08 Jon Danielsson , Andreas Uthemann

Artificial intelligence (AI) can undermine financial stability because of malicious use, misinformation, misalignment, and the AI analytics market structure. The low frequency and uniqueness of financial crises, coupled with mutable and…

综合经济学 · 经济学 2024-06-07 Jon Danielsson , Andreas Uthemann

The burgeoning integration of Artificial Intelligence (AI) into Environmental, Social, and Governance (ESG) initiatives within the financial sector represents a paradigm shift towards more sus-tainable and equitable financial practices.…

计算机与社会 · 计算机科学 2024-03-12 Jun Xu

The paradigm of machine learning and artificial intelligence has pervaded our everyday life in such a way that it is no longer an area for esoteric academics and scientists putting their effort to solve a challenging research problem. The…

统计金融 · 定量金融 2021-10-26 Jaydip Sen , Rajdeep Sen , Abhishek Dutta

Financial institutions face increasing cyber risk while operating under strict regulatory oversight. To manage this risk, they rely heavily on Cyber Threat Intelligence (CTI) to inform detection, response, and strategic security decisions.…

密码学与安全 · 计算机科学 2026-03-25 Emir Karaosman , Advije Rizvani , Irdin Pekaric

We give an overview on the emerging applications of GenAI in the financial industry, especially within investment banks. Inherent to these exciting opportunities is a new realm of risks that must be managed properly. By heeding both the Yin…

最优化与控制 · 数学 2026-04-01 Jackie Shen

The emergence of agentic artificial intelligence (AI) represents a fundamental transformation in financial markets, characterized by autonomous systems capable of reasoning, planning, and adaptive decision-making with minimal human…

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